{"id":"W4386038081","doi":"10.1039/d3tc01816d","title":"2D MXene interface engineering for organic solar cells","year":2023,"lang":"en","type":"article","venue":"Journal of Materials Chemistry C","topic":"MXene and MAX Phase Materials","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"King Khalid University","keywords":"Materials science; Organic solar cell; Flexibility (engineering); Interface (matter); Hybrid solar cell; Nanotechnology; Engineering physics; Optoelectronics; Composite material; Engineering; Polymer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001471885,0.0002292083,0.0005580849,0.00007576973,0.0000675181,0.0002323981,0.0004698918,0.0001383758,0.003461498],"category_scores_gemma":[0.0002757371,0.0001990417,0.000116395,0.0001438041,0.0000282491,0.0002260311,0.00013328,0.00007277378,0.0002416417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006436955,"about_ca_system_score_gemma":0.00009922009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003022908,"about_ca_topic_score_gemma":1.384304e-7,"domain_scores_codex":[0.9981813,0.00003375758,0.0008782672,0.0002139857,0.0002712678,0.0004214648],"domain_scores_gemma":[0.9987179,0.0001148491,0.0005603241,0.0002581163,0.0002015042,0.0001473175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001336746,0.00003176619,5.467932e-7,0.0004776303,0.00002443334,0.00003038337,0.00008751098,0.0002477652,0.9907235,0.000002996155,0.008210002,0.00002982903],"study_design_scores_gemma":[0.0006972728,0.00007077013,0.000005404424,0.0001314433,0.00004758352,0.00009555724,0.00005490374,0.00001697431,0.9831419,0.00009094907,0.01543998,0.0002072681],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995325,0.00005163711,0.001140347,0.0001636508,0.002878316,0.0001380168,0.0001500355,0.0001014959,0.00005153124],"genre_scores_gemma":[0.9956669,0.00009256419,0.001953563,0.00004331463,0.001517396,0.00001488868,0.00001455647,0.00006198132,0.0006348523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007581573,"threshold_uncertainty_score":0.9974495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291872685250023,"score_gpt":0.2452081140104901,"score_spread":0.2322893871579899,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}